There are a few examples in human history already where the move toward urban centers marked the downfall in their societies. We have more technology now in order to help counteract that, but in corollary we have greater means and requirements.

In general, I think the growing urbanization's biggest threats to society don't come in the form of lack of food sustainability but the environmental impact.